Private AI Solutions in Dubai
Your customer data sits in ChatGPT's training queue. Your compliance officer doesn't know yet.
Every prompt your team sends to a public LLM crosses borders. It hits servers in Virginia, London, or Tokyo. Under UAE Federal Decree-Law No. 45 (PDPL), that constitutes a cross-border data transfer, and it triggers obligations most Dubai companies are quietly ignoring.
Pooya Golchian delivers Private AI solutions that eliminate this risk entirely. Models run on your infrastructure. Data stays in your building. Compliance becomes a non-issue.
What Private AI Actually Means for Your Business
Forget the marketing buzzwords. Private AI is straightforward. Instead of calling OpenAI's API and sending your proprietary data to someone else's servers, you run equivalent models on hardware you control.
The difference is ownership. You own the model weights. You own the data pipeline. You control who accesses what, when, and how. No third-party vendor can train on your customer records, and no regulator can fault you for data leaving the UAE.
Pooya Golchian implements this using open-source models that match or exceed the output quality of commercial APIs for business-specific tasks.
On-Premise LLM Deployment
Pooya Golchian deploys Llama 3, Mistral, and Qwen models directly onto your infrastructure using Ollama and vLLM. The setup requires no data center migration, no cloud dependency, and no ongoing API fees.
Your team interacts with AI through familiar interfaces. The difference is invisible to end users but critical to your legal team. Every query, every response, every piece of generated content stays within your four walls.
RAG Pipelines That Use Your Own Data
A standalone LLM knows nothing about your company. RAG (Retrieval-Augmented Generation) fixes that by connecting the model to your internal documents, databases, and knowledge bases.
Pooya Golchian builds RAG pipelines using LangChain, ChromaDB, and Supabase pgvector. Your contracts, SOPs, product catalogs, and customer histories become the knowledge source. The AI generates answers grounded in facts you control, not internet noise.
This is how legal teams review contracts in minutes instead of hours. How support teams answer customer questions with verified accuracy. How operations teams pull insights from years of internal data without manual search.
Custom AI Agents for Complex Workflows
Single-query chatbots scratch the surface. AI agents handle multi-step tasks autonomously.
Pooya Golchian builds agents using LangChain, CrewAI, and the MCP Protocol that connect to your databases, APIs, and business systems. An agent can research a topic across your internal wiki, cross-reference findings with your CRM, draft a summary, and send it to the right Slack channel, all without human intervention.
These agents run entirely within your private infrastructure. No external API calls. No data leakage. Full audit trails.
Industries That Need Private AI in Dubai
Legal and compliance firms use AI-powered document review and contract analysis running on private infrastructure with zero third-party data access.
Healthcare and biotech companies deploy HIPAA-compliant AI assistants for medical records analysis and clinical note generation without cloud exposure.
Financial services firms run fraud detection, risk assessment, and automated reporting powered by proprietary models trained on their own financial data.
Manufacturing and logistics companies implement predictive maintenance and supply chain optimization running locally on factory networks.
The Technology Stack
Pooya Golchian works with LangChain, CrewAI, OpenAI API, Ollama, vLLM, Llama 3, Mistral, Qwen, ChromaDB, Pinecone, Weaviate, Supabase pgvector, Docker, Kubernetes, FastAPI, Python, n8n, and MCP Protocol.
Every component is selected for production reliability and long-term maintainability. No experimental frameworks. No vendor lock-in.
Start the Conversation
Every organization has unique data and compliance requirements. Pooya Golchian designs Private AI architectures that fit your infrastructure, your budget, and your regulatory obligations.
Based in Dubai. Available for on-site and remote engagements.